Bernard had spent decades crafting miniature ships, each tiny mast and rope a testament to his patience and skill. His son, Leo, now seemed to possess the same passion, but with a competitive edge that grated on Bernard's nerves. Leo's models were flashier, bigger, and always seemed to win the local contests. Bernard’s carefully constructed galleons now sat collecting dust.

“Dad, check out the new rigging I’m trying!” Leo announced, bursting into the workshop, a half-finished clipper ship in his hands. Bernard looked up from his current project, his fingers suddenly clumsy.

“That’s… quite something,” he managed, forcing a smile that felt brittle. Leo continued to talk, detailing his techniques, the speed with which he worked, the awards he’d already won.

Bernard watched him, a knot forming in his stomach. He focused on the wood in his hands, smoothing the surface with a sandpaper. The silence in the workshop felt thick and heavy, punctuated only by the scrape of the sandpaper and Leo's excited monologue.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203